Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
by fitting
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "by fitting" is correct and usable in written English.
It can be used when describing an action or process that involves making something suitable or appropriate for a particular purpose or context. Example: "The design was improved by fitting the new components into the existing framework."
✓ Grammatically correct
Science
News & Media
Academia
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
60 human-written examples
This analysis is done by fitting a logistic regression model.
Academia
CA were automatically calculated by fitting the captured drop shape.
Science & Research
The model was verified by fitting other σ1 receptor ligands.
The EIS parameters were obtained by fitting the EIS plots.
Science
Convenient formulas are also given by fitting the computed results.
Asynchronous parallel algorithms for finding minima fast by fitting functions to surrogate models.
Academia
Drugs often function by fitting in a protein like a hand fits in a glove.
Academia
The EC50 was determined by fitting a sigmoidal dose response curve on GraphPad Prism.
Science & Research
IFN-β concentrations were calculated by fitting the standard curve of mouse IFN-β protein.
Science & Research
Instead, we determined them by fitting the kinetic model to the HPLC data.
Science & Research
Circulating half-life was determined by fitting the data to a single exponential decay.
Science & Research
Expert writing Tips
Best practice
When using "by fitting", ensure the context clearly indicates what is being fitted and to what. This enhances clarity and avoids ambiguity. For example, "The model was improved by fitting it with new parameters."
Common error
Avoid using "by fitting" when the intended meaning is simply 'adding' or 'including'. "Fitting" implies a degree of adjustment or customization to achieve a specific purpose or compatibility, not mere addition. Make sure that you are referring to something that is being modified or adjusted to a particular context.
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "by fitting" functions as a prepositional phrase that modifies a verb, indicating the method or means by which an action is performed. Ludwig examples show its use in describing processes of adjustment or adaptation to achieve a specific outcome. It explains how something is achieved or improved.
Frequent in
Science
55%
News & Media
20%
Academia
15%
Less common in
Wiki
5%
Formal & Business
3%
Reference
2%
Ludwig's WRAP-UP
The prepositional phrase "by fitting" is a versatile and frequently used expression that indicates a method of adjusting, adapting, or customizing something. Ludwig AI confirms its correct grammatical standing and wide applicability. Predominantly found in scientific and academic contexts, as highlighted by Ludwig's examples, "by fitting" effectively communicates how a particular outcome is achieved through specific modifications. While alternatives like "through adjustment" or "via adaptation" exist, "by fitting" remains a clear and concise choice for describing processes involving adjustment or customization. Ensure the context explicitly defines what is being fitted and to what to maintain clarity.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
through adjustment
Emphasizes the process of making adjustments to achieve a desired fit or outcome.
via adaptation
Highlights the adaptation process to make something suitable.
using modification
Focuses on the use of modifications to achieve a better fit or result.
by way of adjustment
A more formal way to indicate adjustment as a means to achieve a fit.
through calibration
Suggests a precise adjustment process to ensure accuracy and proper fit.
by customizing
Implies tailoring something specifically to meet particular requirements.
via tailoring
Similar to customizing, emphasizing the act of making something perfect for a specific need.
with adaptation
Indicates that adaptation is the method being used to achieve a suitable fit.
using conformation
Highlights adjusting something to match a specific form or arrangement.
through configuring
Focuses on the arrangement and setup process to achieve the desired fit.
FAQs
How can I use "by fitting" in a sentence?
You can use "by fitting" to describe a process of making something suitable or appropriate. For example, "The engine's performance was enhanced by fitting a new turbocharger."
What phrases are similar to "by fitting"?
Similar phrases include "through adjustment", "via adaptation", or "using modification", each emphasizing a slightly different aspect of the adjustment process.
Is there a more formal alternative to "by fitting"?
Yes, a more formal alternative could be "by way of adjustment", which is suitable for academic or professional writing.
When should I avoid using "by fitting"?
Avoid using "by fitting" if you simply mean 'adding' or 'including' without any adjustment or customization involved. In such cases, using "by adding" or "by including" would be more accurate.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested